Inverting deformation fields using a fixed point iteration scheme

Luethi, Marcel1*
1.University of Basel
Abstract

Abstract

Being able to quickly compute the inverse of a deformation field is often useful in the context of medical image analysis. While ITK supports this functionality, the current algorithms are slow and do not always yield accurate results. In this paper we describe an ITK implementation of a fixed point algorithm for the approximate inversion of deformation fields that was recently proposed by M. Chen and co-workers. The algorithm has been shown to be both faster and more accurate than those currently implemented in ITK.

Keywords

Image registrationInversionDeformation fields
Manuscript
Source Code and Data

Source Code and Data

Source.svnall-wcprops1.6 KBformat2 Bprop-baseCMakeLists.txt.svn-base30 BCMakeTemplate.txt.svn-base30 BIJMacros.txt.svn-base30 BREADME.txt.svn-base30 BitkFixedPointInverseDeformationFieldImageFilter.h.svn-base30 BitkFixedPointInverseDeformationFieldImageFilter.txx.svn-base30 Bentries1.4 KBtext-baseCMakeTemplate.txt.svn-base1.9 KBIJMacros.txt.svn-base3.4 KBCMakeLists.txt.svn-base2.1 KBREADME.txt.svn-base1.3 KBInvertDeformationField.cxx.svn-base2 KBitkFixedPointInverseDeformationFieldImageFilter.h.svn-base6 KBdf.vtk.svn-base512.3 KBitkFixedPointInverseDeformationFieldImageFilter.txx.svn-base5.6 KBCMakeTemplate.txt1.9 KBCMakeLists.txt2.1 KBIJMacros.txt3.4 KBInvertDeformationField.cxx2 KBREADME.txt1.3 KBdatacircles.vtk256.3 KBharmonic_df.vtk512.3 KBitkFixedPointInverseDeformationFieldImageFilter.h6 KBitkFixedPointInverseDeformationFieldImageFilter.txx5.6 KB

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